b'Xiaoyu Zhang'

research

∙ 07/06/2023

Push Past Green: Learning to Look Behind Plant Foliage by Moving It

Autonomous agriculture applications (e.g., inspection, phenotyping, pluc...

0 Xiaoyu Zhang, et al. ∙

research

∙ 06/21/2023

SIFTER: A Task-specific Alignment Strategy for Enhancing Sentence Embeddings

The paradigm of pre-training followed by fine-tuning on downstream tasks...

0 Chao Yu, et al. ∙

research

∙ 05/27/2023

Pre-trained transformer for adversarial purification

With more and more deep neural networks being deployed as various daily ...

0 Kai Wu, et al. ∙

research

∙ 05/25/2023

SimHaze: game engine simulated data for real-world dehazing

Deep models have demonstrated recent success in single-image dehazing. M...

0 Zhengyang Lou, et al. ∙

research

∙ 04/24/2023

B2Opt: Learning to Optimize Black-box Optimization with Little Budget

Learning to optimize (L2O) has emerged as a powerful framework for black...

0 XiaoBin Li, et al. ∙

research

∙ 03/31/2023

ConceptEVA: Concept-Based Interactive Exploration and Customization of Document Summaries

With the most advanced natural language processing and artificial intell...

0 Xiaoyu Zhang, et al. ∙

research

∙ 03/31/2023

LabelVizier: Interactive Validation and Relabeling for Technical Text Annotations

With the rapid accumulation of text data produced by data-driven techniq...

0 Xiaoyu Zhang, et al. ∙

research

∙ 03/20/2023

Efficient Map Sparsification Based on 2D and 3D Discretized Grids

Localization in a pre-built map is a basic technique for robot autonomou...

0 Xiaoyu Zhang, et al. ∙

research

∙ 12/22/2022

Variational Reasoning over Incomplete Knowledge Graphs for Conversational Recommendation

Conversational recommender systems (CRSs) often utilize external knowled...

0 Xiaoyu Zhang, et al. ∙

research

∙ 10/03/2022

Deep Physiological Sensing Toolbox

Camera physiological measurement is a fast growing field of computer vis...

53 Xin Liu, et al. ∙

research

∙ 03/29/2022

High-Dimensional Vector Autoregression with Common Response and Predictor Factors

Reinterpreting the reduced-rank vector autoregressive (VAR) model of ord...

0 Di Wang, et al. ∙

research

∙ 01/11/2022

MobilePhys: Personalized Mobile Camera-Based Contactless Physiological Sensing

Camera-based contactless photoplethysmography refers to a set of popular...

8 Xin Liu, et al. ∙

research

∙ 11/27/2021

OmiTrans: generative adversarial networks based omics-to-omics translation framework

With the rapid development of high-throughput experimental technologies,...

2 Xiaoyu Zhang, et al. ∙

research

∙ 10/25/2021

CNNC: A Visual Analytics System for Comparative Studies of Deep Convolutional Neural Networks

The rapid development of Convolutional Neural Networks (CNNs) in recent ...

5 Xiwei Xuan, et al. ∙

research

∙ 09/10/2021

SO-SLAM: Semantic Object SLAM with Scale Proportional and Symmetrical Texture Constraints

Object SLAM introduces the concept of objects into Simultaneous Localiza...

5 Ziwei Liao, et al. ∙

research

∙ 09/06/2021

Method for making multi-attribute decisions in wargames by combining intuitionistic fuzzy numbers with reinforcement learning

Researchers are increasingly focusing on intelligent games as a hot rese...

1 Yuxiang Sun, et al. ∙

research

∙ 07/27/2021

Perception-and-Regulation Network for Salient Object Detection

Effective fusion of different types of features is the key to salient ob...

6 Jinchao Zhu, et al. ∙

research

∙ 05/26/2021

XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data

Deep learning based approaches have proven promising to model omics data...

36 Eloise Withnell, et al. ∙

research

∙ 05/25/2021

GraphFM: Graph Factorization Machines for Feature Interaction Modeling

Factorization machine (FM) is a prevalent approach to modeling pairwise ...

7 Zekun Li, et al. ∙

research

∙ 05/13/2021

Privacy Inference Attacks and Defenses in Cloud-based Deep Neural Network: A Survey

Deep Neural Network (DNN), one of the most powerful machine learning alg...

12 Xiaoyu Zhang, et al. ∙

research

∙ 05/04/2021

Nonparametric Quantile Regression for Homogeneity Pursuit in Panel Data Models

Many panel data have the latent subgroup effect on individuals, and it i...

0 Xiaoyu Zhang, et al. ∙

research

∙ 04/21/2021

NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results

This paper reviews the first NTIRE challenge on quality enhancement of c...

9 Ren Yang, et al. ∙

research

∙ 04/07/2021

DyGCN: Dynamic Graph Embedding with Graph Convolutional Network

Graph embedding, aiming to learn low-dimensional representations (aka. e...

43 Zeyu Cui, et al. ∙

research

∙ 02/03/2021

OmiEmbed: reconstruct comprehensive phenotypic information from multi-omics data using multi-task deep learning

High-dimensional omics data contains intrinsic biomedical information th...

13 Xiaoyu Zhang, et al. ∙

research

∙ 11/13/2020

Heterogeneous Graph Collaborative Filtering

Graph-based collaborative filtering (CF) algorithms have gained increasi...

5 Zekun Li, et al. ∙

research

∙ 08/19/2020

Stereo Plane SLAM Based on Intersecting Lines

Plane feature is a kind of stable landmark to reduce drift error in SLAM...

6 Xiaoyu Zhang, et al. ∙

research

∙ 07/28/2020

Cassandra: Detecting Trojaned Networks from Adversarial Perturbations

Deep neural networks are being widely deployed for many critical tasks d...

15 Xiaoyu Zhang, et al. ∙

research

∙ 04/11/2020

Object-oriented SLAM using Quadrics and Symmetry Properties for Indoor Environments

Aiming at the application environment of indoor mobile robots, this pape...

6 Ziwei Liao, et al. ∙

research

∙ 03/11/2020

ConceptScope: Organizing and Visualizing Knowledge in Documents based on Domain Ontology

Current text visualization techniques typically provide overviews of doc...

0 Xiaoyu Zhang, et al. ∙

research

∙ 11/18/2019

Optimal design of shell-graded-infill structures by a hybrid MMC-MMV approach

In the present work, a hybrid MMC-MMV approach is developed for designin...

0 Chang Liu, et al. ∙

research

∙ 11/17/2019

Unsupervised Visual Representation Learning with Increasing Object Shape Bias

(Very early draft)Traditional supervised learning keeps pushing convolut...

0 Zhibo Wang, et al. ∙

research

∙ 11/10/2019

Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records

The extraction of phenotype information which is naturally contained in ...

0 Jingqing Zhang, et al. ∙

research

∙ 10/12/2019

Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction

Click-through rate (CTR) prediction is an essential task in web applicat...

0 Zekun Li, et al. ∙

research

∙ 10/11/2019

Coarse-To-Fine Visual Localization Using Semantic Compact Map

Robust visual localization for urban vehicles remains challenging and un...

19 Ziwei Liao, et al. ∙

research

∙ 08/17/2019

Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification

Different aspects of a clinical sample can be revealed by multiple types...

0 Xiaoyu Zhang, et al. ∙

research

∙ 07/31/2019

Semi-supervised Compatibility Learning Across Categories for Clothing Matching

Learning the compatibility between fashion items across categories is a ...

0 Zekun Li, et al. ∙

research

∙ 07/26/2019

Multiple Human Association between Top and Horizontal Views by Matching Subjects' Spatial Distributions

Video surveillance can be significantly enhanced by using both top-view ...

4 Ruize Han, et al. ∙

research

∙ 07/22/2019

Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements

Combining data content with visual embellishments, infographics can effe...

0 Weiwei Cui, et al. ∙

research

∙ 02/28/2019

Interaction-aware Kalman Neural Networks for Trajectory Prediction

Forecasting the motion of surrounding dynamic obstacles (vehicles, bicyc...

0 Ce Ju, et al. ∙

research

∙ 02/21/2019

Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks

With the rapid development of fashion market, the customers' demands of ...

0 Zeyu Cui, et al. ∙

research

∙ 09/14/2018

Socially Aware Kalman Neural Networks for Trajectory Prediction

Trajectory prediction is a critical technique in the navigation of robot...

0 Ce Ju, et al. ∙

research

∙ 07/06/2017

SSGAN: Secure Steganography Based on Generative Adversarial Networks

In this paper, a novel strategy of Secure Steganograpy based on Generati...

0 Haichao Shi, et al. ∙

Xiaoyu Zhang

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